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Hyperspectral Tissue Image Segmentation using Semi-Supervised NMF and Hierarchical Clustering

Hyperspectral imaging (HSI) of tissue samples in the mid-infrared (mid-IR) range provides spectro-chemical and tissue structure information at sub-cellular spatial resolution. Disease-states can be directly assessed by analyzing the mid-IR spectra of different cell-types (e.g. epithelial cells) and...

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Detalhes bibliográficos
Publicado no:IEEE Trans Med Imaging
Main Authors: Kumar, Neeraj, Uppala, Phanikrishna, Duddu, Karthik, Sreedhar, Hari, Varma, Vishal, Guzman, Grace, Walsh, Michael, Sethi, Amit
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6548328/
https://ncbi.nlm.nih.gov/pubmed/30489266
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2018.2883301
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